EP 4206653 A1 20230705 - REDUCED FALSE POSITIVE IDENTIFICATION FOR SPECTROSCOPIC CLASSIFICATION
Title (en)
REDUCED FALSE POSITIVE IDENTIFICATION FOR SPECTROSCOPIC CLASSIFICATION
Title (de)
IDENTIFIZIERUNG MIT REDUZIERTEM FALSCH-POSITIVEN RESULTAT FÜR SPEKTROSKOPISCHE KLASSIFIZIERUNG
Title (fr)
IDENTIFICATION RÉDUITE DE FAUX POSITIFS POUR CLASSIFICATION SPECTROSCOPIQUE
Publication
Application
Priority
- US 201862622637 P 20180126
- US 201816130732 A 20180913
- EP 19150264 A 20190103
Abstract (en)
A device may receive information identifying results of a set of spectroscopic measurements of a training set of known samples and a validation set of known samples. The device may generate a classification model based on the information identifying the results of the set of spectroscopic measurements, wherein the classification model includes at least one class relating to a material of interest for a spectroscopic determination, and wherein the classification model includes a no-match class relating to at least one of at least one material that is not of interest or a baseline spectroscopic measurement. The device may receive information identifying a particular result of a particular spectroscopic measurement of an unknown sample. The device may determine whether the unknown sample is included in the no-match class using the classification model. The device may provide output indicating whether the unknown sample is included in the no-match class.
IPC 8 full level
G01N 21/35 (2014.01); G01N 21/359 (2014.01); G06F 18/2411 (2023.01); G06F 18/2433 (2023.01); G16C 20/20 (2019.01); G16C 20/70 (2019.01)
CPC (source: CN EP KR US)
G01J 3/108 (2013.01 - US); G01N 21/25 (2013.01 - CN KR); G01N 21/253 (2013.01 - US); G01N 21/35 (2013.01 - EP US); G01N 21/359 (2013.01 - EP US); G01N 21/84 (2013.01 - KR); G06F 18/2411 (2023.01 - EP US); G06F 18/2433 (2023.01 - EP US); G06F 18/254 (2023.01 - CN); G06N 20/00 (2019.01 - US); G06N 20/10 (2019.01 - KR); G06V 20/698 (2022.01 - US); G16C 20/20 (2019.02 - EP US); G16C 20/70 (2019.02 - EP US); G01N 2201/129 (2013.01 - EP US)
Citation (applicant)
- EP 19150264 A 20190103
- EP 3518147 A1 20190731 - VIAVI SOLUTIONS INC [US]
Citation (search report)
- [XI] US 2016127405 A1 20160505 - KASAHARA RYOSUKE [JP]
- [XI] US 2011237446 A1 20110929 - TREADO PATRICK [US], et al
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
DOCDB simple family (publication)
EP 3518147 A1 20190731; CA 3029507 A1 20190726; CN 110084261 A 20190802; CN 110084261 B 20211102; CN 113989603 A 20220128; EP 4206653 A1 20230705; JP 2019179023 A 20191017; JP 2021192051 A 20211216; JP 2023088913 A 20230627; JP 6942741 B2 20210929; JP 7238056 B2 20230313; KR 102338904 B1 20211213; KR 102569560 B1 20230822; KR 20190091205 A 20190805; KR 20210153579 A 20211217; KR 20230124871 A 20230828; MX 2019000411 A 20190910; MX 2022008349 A 20220808; TW 201933261 A 20190816; TW 202244826 A 20221116; TW 202343352 A 20231101; TW I776010 B 20220901; TW I810013 B 20230721; US 10810408 B2 20201020; US 11656175 B2 20230523; US 2019236333 A1 20190801; US 2021034838 A1 20210204; US 2023273122 A1 20230831
DOCDB simple family (application)
EP 19150264 A 20190103; CA 3029507 A 20190109; CN 201910054785 A 20190121; CN 202111346296 A 20190121; EP 23157642 A 20190103; JP 2019007899 A 20190121; JP 2021146267 A 20210908; JP 2023031287 A 20230301; KR 20190008936 A 20190123; KR 20210174941 A 20211208; KR 20230107648 A 20230817; MX 2019000411 A 20190110; MX 2022008349 A 20190110; TW 108100900 A 20190109; TW 111129742 A 20190109; TW 112124935 A 20190109; US 201816130732 A 20180913; US 202017072437 A 20201016; US 202318312241 A 20230504